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Human Activity Recognition

Classify various human activities

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 241–250 of 744 papers

Title	Date	Tasks	Status	Hype
DroneAttention: Sparse Weighted Temporal Attention for Drone-Camera Based Activity Recognition	Dec 7, 2022	Activity RecognitionHuman Activity Recognition	—Unverified	0
DS-MS-TCN: Otago Exercises Recognition with a Dual-Scale Multi-Stage Temporal Convolutional Network	Feb 5, 2024	Activity RecognitionHuman Activity Recognition	—Unverified	0
Asymmetric Residual Neural Network for Accurate Human Activity Recognition	Mar 13, 2019	Activity RecognitionHuman Activity Recognition	—Unverified	0
Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network	Jul 1, 2017	Activity RecognitionFace Alignment	—Unverified	0
Dynamic Feature Selection for Efficient and Interpretable Human Activity Recognition	Jan 1, 2021	Activity RecognitionCombinatorial Optimization	—Unverified	0
A Comparative Study of Human Activity Recognition: Motion, Tactile, and multi-modal Approaches	May 13, 2025	Activity RecognitionClassification	—Unverified	0
EarDA: Towards Accurate and Data-Efficient Earable Activity Sensing	Jun 18, 2024	Activity RecognitionDomain Adaptation	—Unverified	0
Early Improving Recurrent Elastic Highway Network	Aug 14, 2017	Activity RecognitionHuman Activity Recognition	—Unverified	0
Early Mobility Recognition for Intensive Care Unit Patients Using Accelerometers	Jun 28, 2021	Activity RecognitionFeature Engineering	—Unverified	0
Approaches and Applications of Early Classification of Time Series: A Review	May 6, 2020	Activity RecognitionClassification	—Unverified	0

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All datasets RHM OAD dataset PAMAP2 HAR HMDB51 MM-Fit Radar Dataset (DIAT-μRadHAR: Radar micro-Doppler Signature dataset for Human Suspicious Activity Recognition)UCF-101

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Dual-Stream C3D	Accuracy (Top-1)	71.06	—	Unverified
2	C3D	Accuracy (Top-1)	70.3	—	Unverified
3	Dual-Stream ConvNet	Accuracy (Top-1)	62.77	—	Unverified
4	SlowFast (101)	Accuracy (Top-1)	45.28	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ESTIE + VGG16 (transfer-learning)	Accuracy	95.22	—	Unverified
2	STIE + VGG16 (transfer-learning)	Accuracy	94.77	—	Unverified
3	STIE + VGG16(fine-tuning)	Accuracy	86.81	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AFVF	Accuracy	0.97	—	Unverified
2	Selective HAR Clustering	NMI	0.88	—	Unverified
3	Unsupervised embedding learning for human activity recognition using wearable sensor data	NMI	0.87	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LMSS	Accuracy	1	—	Unverified
2	AFVF	Accuracy	0.99	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Label-Ranker	Accuracy	61.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	unsupervised statistical feature guided diffusion model	F1 - macro	0.44	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DIAT-RadHARNet	1:1 Accuracy	99.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Label-Ranker	Accuracy	89.5	—	Unverified